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Modified proximal point algorithms involving convex combination technique for solving minimization problems with convergence analysis.

Authors :
Wairojjana, Nopparat
Pakkaranang, Nuttapol
Uddin, Izhar
Kumam, Poom
Awwal, Aliyu Muhammed
Source :
Optimization; Jul-Aug2020, Vol. 69 Issue 7/8, p1655-1680, 26p
Publication Year :
2020

Abstract

In this paper, we are interested in solving minimization problem and common fixed point problem of finite family consisting asymptotically nonexpansive mappings in Hadamard spaces. For finding common solutions of their problems, we introduce a new modified proximal point algorithm involving convex combination technique. Under suitable conditions, Δ-convergence and strong convergence theorems are proved. Furthermore, we provide some numerical examples which show the efficiency and implementation of the proposed algorithm as well as show computational overview by comparing it with previously known algorithms. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
02331934
Volume :
69
Issue :
7/8
Database :
Complementary Index
Journal :
Optimization
Publication Type :
Academic Journal
Accession number :
144475157
Full Text :
https://doi.org/10.1080/02331934.2019.1657115